Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000708

The MH-36 locality cells most similar to this Parbhani cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000893

distance 0.144

#2 · Parbhanicell 4890000649

distance 0.15

#3 · Parbhanicell 4890000824

distance 0.155

#4 · Parbhanicell 4890000396

distance 0.156

#5 · Parbhanicell 4890000749

distance 0.157

#6 · Buldhanacell 4720001969

distance 0.16 · cross-district

#7 · Parbhanicell 4890001192

distance 0.162

#8 · Parbhanicell 4890000650

distance 0.163

#9 · Parbhanicell 4890000883

distance 0.17

#10 · Parbhanicell 4890000659

distance 0.17

#11 · Buldhanacell 4720002030

distance 0.171 · cross-district

#12 · Beedcell 4700007172

distance 0.172 · cross-district

#13 · Parbhanicell 4890001516

distance 0.173

#14 · Parbhanicell 4890000825

distance 0.174

#15 · Parbhanicell 4890000688

distance 0.177

#16 · Parbhanicell 4890000435

distance 0.177

#17 · Parbhanicell 4890001068

distance 0.177

#18 · Washimcell 4990002186

distance 0.178 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":489,"cluster_id":4890000708}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.